TensorFlow 2.0 Tutorial for Beginners 15 - Malaria Parasite Detection Using CNN

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  • Опубліковано 11 січ 2025

КОМЕНТАРІ • 42

  • @RiteshNEVERUNIFORM
    @RiteshNEVERUNIFORM 3 роки тому +1

    Love you brother. Right Now you've Helped Me in so many Ways that I can't thank enough. I didn't knew about colab and was stupidly Worrying why it takes so much time to run in my laptop.

  • @MaziyarPanahi
    @MaziyarPanahi 5 років тому +1

    Beautiful work! I am really enjoying your TF 2.0 series. Can't wait to see some NLP downstream tasks like NER especially with word embeddings like BERT!
    Thanks again, really appreciate the time and efforts.

    • @KGPTalkie
      @KGPTalkie  5 років тому +1

      Thank you so much for watching ❤️❤️❤️❤️

  • @khaldounal-nuaimi3594
    @khaldounal-nuaimi3594 4 роки тому

    We need more people like you in this world. Thank you so much for putting this out for free! Do you have a Patreon page or something we can support you through?

  • @akd9977
    @akd9977 5 років тому +1

    Thanks for sharing one more interesting video. Keep it up. If possible, create few more videos to identify diseases, automatic challan with no helmet during riding.

    • @KGPTalkie
      @KGPTalkie  5 років тому +1

      Yeah sure. Thanks for watching.

  • @Morgan00111
    @Morgan00111 2 роки тому

    how do i save this trained model. i want to implement and use it in a mobile app

  • @seunoj
    @seunoj 2 роки тому

    hello, why did u limit the no of epochs to 5 when training the model

  • @humyaira5643
    @humyaira5643 4 роки тому

    kindly provide Ho w to findout test accuracy the model

  • @athilakshmi3789
    @athilakshmi3789 3 роки тому

    training error while executing the following code in colab. Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
    [[node sequential/conv2d/Relu history = model.fit_generator(generator=train_data_generator,
    steps_per_epoch = len(train_data_generator),
    epochs = 5,
    validation_data = validation_data_generator,
    validation_steps = len(validation_data_generator))

  • @Morgan00111
    @Morgan00111 2 роки тому

    if i want to test the accuracy,can i just take a random photo and upload it on google collab?
    i am sorry i am a novice and my questions sound stupid

  • @thephotoplayinc.1980
    @thephotoplayinc.1980 5 років тому

    Can you tell how you use a this trained model

  • @guptasubas1530
    @guptasubas1530 5 років тому

    i have train the same model on google colab but for training is very slow even though i m using GPU

  • @sazzadyousuf8301
    @sazzadyousuf8301 4 роки тому

    how to get a confusion matrix from this??

  • @dibyakantaacharya4104
    @dibyakantaacharya4104 4 роки тому

    can i execute this by using of autoencoder ??

  • @knowledgedoctor3849
    @knowledgedoctor3849 3 роки тому

    Chittagong Medical College Teacher Also There in Research Paper, Pround to be A Chittagongya.
    Bangladesh

  • @xueqing6824
    @xueqing6824 4 роки тому

    did this coding using csv file? Or just using images as data?

  • @aamirhussain8335
    @aamirhussain8335 5 років тому +1

    Can you please show how one can detect whether a given blood image has malaria or not?

    • @KGPTalkie
      @KGPTalkie  5 років тому +2

      Hi,
      It’s pretty simple. Load image and do model.predict(image data)
      It will give you result.

    • @nickcook1881
      @nickcook1881 5 років тому +1

      @@KGPTalkie what do you mean by load image? could you please provide an exapmle of how to do this? thank you for all your help

    • @deepalirathod4929
      @deepalirathod4929 4 роки тому

      @@KGPTalkie plz provide an example how to do this.

    • @rashmihattalli9892
      @rashmihattalli9892 4 роки тому

      @Aamir Hussain did you got how to check it is infected or not?

    • @aamirhussain8335
      @aamirhussain8335 4 роки тому

      @@rashmihattalli9892 Yes, I figured out how to check it.
      You have to use 'model.predict(image_location)'
      It will tell whether it is infected or not.

  • @Khaledahmed-ix1oz
    @Khaledahmed-ix1oz 4 роки тому

    Can i use the prepeared dataset in this video for Logistic regression?

  • @rashmihattalli9892
    @rashmihattalli9892 4 роки тому

    sir can you tell us how to check whether it is infected or not? please i.e how to load an image please provide example

    • @KGPTalkie
      @KGPTalkie  4 роки тому

      Please see multi label image classification CNN tutorial. In that I have shown complete classification. I mean after traning how to load image and do classification.

  • @bharatchandra2512
    @bharatchandra2512 5 років тому

    I'm not asking about your GitHub link which is containing the dataset but from where did you get that data i.e dataset?

    • @KGPTalkie
      @KGPTalkie  5 років тому

      bharat chandra hi this dataset is available on Kaggle.

    • @bharatchandra2512
      @bharatchandra2512 5 років тому

      @@KGPTalkie thank you bro

  • @ganeshvarma370
    @ganeshvarma370 4 роки тому

    Hi cannot find data repository from git hub please provide dataaet repository link

    • @KGPTalkie
      @KGPTalkie  4 роки тому

      github.com/laxmimerit/Malaria-Classification-Using-CNN

  • @yousralamhamedi4096
    @yousralamhamedi4096 4 роки тому

    I can't access your github!!

  • @bharatchandra2512
    @bharatchandra2512 5 років тому

    Bro, from where did u take the dataset?

    • @bharatchandra2512
      @bharatchandra2512 4 роки тому

      @@KGPTalkie ok bro congratulations for launching courses in Udemy
      Can do project videos on GANs or Nature Inspired Algorithms? Request

    • @KGPTalkie
      @KGPTalkie  4 роки тому +1

      I will try for sure but might take some time. Thanks for watching ❤️.

  • @RiteshNEVERUNIFORM
    @RiteshNEVERUNIFORM 3 роки тому +1

    ❤❤❤

  • @rashmihattalli9892
    @rashmihattalli9892 4 роки тому

    unable to reach to your github account

    • @KGPTalkie
      @KGPTalkie  4 роки тому +1

      Hi,
      I am recreating Data Science courses in Full HD and all of my new courses are being uploaded on Udemy. All codes and technical support will be available at Udemy only.
      Course Link: bit.ly/udemy95off_kgptalkie

    • @rashmihattalli9892
      @rashmihattalli9892 4 роки тому

      please provide an example of how to test this model. i,e how to check whether it is infected or not

  • @pradheepm1371
    @pradheepm1371 4 роки тому +1

    How to use this model to predict new image as an input